Regex-augmented Domain Transfer Topic Classification based on a Pre-trained Language Model: An application in Financial Domain

Vanessa Liao, Syed Shariyar Murtaza, Yifan Nie +1

A common way to use large pre-trained language models for downstream tasks is to fine tune them using additional layers. This may not work well if downstream domain is a specialize…